Summary of Kleinberg, Mullainathan, and Raghavan (2016), "Inherent Trade-Offs in the Fair Determination of Risk Scores"

11 Mar 2018

I’m at Econ-ML talking about Kleinberg, Mullainathan, and Raghavan (2016),
“Inherent Trade-Offs in the Fair Determination of Risk Scores.”
They demonstrate that it is generally impossible for an algorithm
to satisfy each of three seemingly-reasonable criteria for
fairness to different groups.